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| from __future__ import division | |
| import numpy | |
| import shlex | |
| from uuid import uuid1 | |
| class d3object: | |
| def __init__(self, | |
| height=100, | |
| width=100, | |
| topHtml='', | |
| bottomHtml='', | |
| style=None, | |
| publish=False, | |
| test=False, | |
| precision=4, | |
| d3=None, | |
| **kw): | |
| self.id='id-{0}'.format(uuid1()) | |
| self.html='<div id="{0}" class="d3Output"></div>'.format(self.id) | |
| self.css='' | |
| self.varsToPass={'width':width, | |
| 'height':height, | |
| 'd3ObjId':self.id, | |
| } | |
| self.precision=precision | |
| self.js=[''' | |
| var None=null; | |
| var inf='Inf.'; | |
| function utfDecode(x){ | |
| try{ | |
| var r = /[\\\\]{1,2}u([0-9a-fA-F]{4})/gi; | |
| var xnew = x.replace(r, function (match, grp) { | |
| return String.fromCharCode(parseInt(grp, 16)); | |
| }); | |
| xnew = unescape(xnew); | |
| return xnew; | |
| } | |
| catch(err){ | |
| return x | |
| } | |
| } | |
| ''',''] | |
| if style in (None, ''): | |
| self.html='{0}\n{1}\n{2}'.format(topHtml, self.html, bottomHtml) | |
| elif style=='JFFigure': | |
| self.html='\n'.join((self.html, | |
| '''<div class="d3Output description figure" style="width: {0}px"> | |
| <b>Figure{1}.{2}</b>{3}</div> | |
| ''' | |
| .format(width, | |
| ' '+str(kw['number']) if 'number' in kw else '', | |
| ' '+str(kw['title'])+'.' if 'title' in kw else '', | |
| ' '+str(kw['desc']) if 'desc' in kw else '', | |
| ), | |
| )) | |
| self.addCss(self.getStandardCss('jfCss')) | |
| elif style=='JFTable': | |
| self.html='\n'.join(('<div class="d3Output header" style="width: {0}px;">Table{1}</div>' | |
| .format(width, ' '+str(kw['number']) if 'number' in kw else ''), | |
| '<div class="d3Output title" style="width: {0}px;">{1}</div>' | |
| .format(width, ' '+str(kw['title']) if 'title' in kw else ''), | |
| '<div class="d3Output description" style="width: {0}px">{1}</div>' | |
| .format(width, ' '+str(kw['desc']) if 'desc' in kw else ''), | |
| self.html, | |
| )) | |
| self.addCss(self.getStandardCss('jfCss')) | |
| if d3!=None: | |
| if d3.__class__.__name__=='d3object': | |
| if d3.css!='\n'+self.getStandardCss('jfCss'): | |
| self.addCss(d3.css) | |
| d3.addPageBreak() | |
| self.html='\n'.join((d3.render(mode=('only','html')),self.html)) | |
| else: | |
| raise TypeError | |
| self.publish=publish | |
| if publish: | |
| from IPython.core.display import publish_html | |
| if test: | |
| from IPython.core.display import publish_javascript | |
| publish_javascript('''$('#d3TestOutput').remove();''') | |
| html=u''' | |
| <div id="d3TestOutput" | |
| style=" | |
| position: absolute; | |
| z-index:100; | |
| right:-2px; | |
| top:100px; | |
| background: rgba(255, 255, 255, 1); | |
| display:block | |
| "> | |
| {0} | |
| </div>'''.format(self.html) | |
| publish_javascript('''$('#toolbar').append('{0}');'''.format(html.replace('\n',''))) | |
| html='</script><style>\n{0}\n</style>'.format(self.css) | |
| else: | |
| html='<style>\n{0}\n</style>\n{1}'.format(self.css, self.html) | |
| publish_html(html) | |
| self.html='' | |
| def removeTestObject(self): | |
| from IPython.core.display import publish_javascript | |
| publish_javascript('''$('#d3TestOutput').remove();''') | |
| def convertVar(self, var): | |
| typeVar=type(var) | |
| if typeVar==numpy.ndarray: | |
| return self.convertVar(var.tolist()) | |
| elif typeVar == float: | |
| return round(var, self.precision) | |
| elif typeVar == list: | |
| return [self.convertVar(i) for i in var] | |
| elif typeVar == dict: | |
| outTemp={} | |
| for k in var: | |
| outTemp[k]=self.convertVar(var[k]) | |
| return outTemp | |
| elif typeVar in (str, int) or var==None: | |
| return var | |
| else: | |
| print typeVar | |
| raise TypeError | |
| def addVar(self, **kw): | |
| for k in kw: | |
| self.varsToPass[k]=self.convertVar(kw[k]) | |
| def getJsInputs(self): | |
| jsInputs=[] | |
| inputs=self.varsToPass | |
| for i in inputs: | |
| outTemp=i+'=' | |
| typeOut=type(inputs[i]) | |
| if typeOut == str: | |
| outTemp+='"%s"' % inputs[i] | |
| elif typeOut in (list, dict, int, float) or inputs[i]==None: | |
| outTemp+=str(inputs[i]) | |
| else: | |
| print typeOut | |
| raise TypeError | |
| jsInputs.append(outTemp) | |
| jsInputs='\n'.join(['var '+i+';' for i in jsInputs]).replace("u'", "'") | |
| self.jsInputs=jsInputs | |
| def addJs(self, jsStr): | |
| if type(jsStr)!=str: | |
| raise TypeError | |
| self.js.append(jsStr) | |
| def addCss(self, css): | |
| if type(css)!=str: | |
| raise TypeError | |
| self.css+='\n{0}'.format(css) | |
| def pValsStar(self, dataAdd, index=0): | |
| if len(dataAdd)==0: | |
| return | |
| for i in xrange(len(dataAdd[index])): | |
| for j in xrange(len(dataAdd[index][0])): | |
| if type(dataAdd[index][i][j])==str: continue | |
| x=dataAdd[index][i][j] | |
| if x<0: dataAdd[index][i][j]='Error' | |
| elif x<=0.01: dataAdd[index][i][j]='★★★' | |
| elif x<=0.05: dataAdd[index][i][j]='★★' | |
| elif x<=0.1: dataAdd[index][i][j]='★' | |
| elif x<=1: dataAdd[index][i][j]='' | |
| else: dataAdd[index][i][j]='Error' | |
| def addTable(self, | |
| data=[], | |
| dataAdd=[], | |
| pVals=False, | |
| fontSizeCells=[12,8], | |
| fontSizeCellsLabels=[16,10], | |
| sRows=None, | |
| sColumns=None, | |
| sRowsMargins=[5], | |
| sColsMargins=[5], | |
| varLabels=['Value', 'p-value'], | |
| fontSizeHeaders=12, | |
| shrinkHeadersBorders=1.5, | |
| heatmapIgnoreText=1, | |
| heatmap={ | |
| 'draw':1, | |
| 'spacing':2, | |
| 'fillProportion':5, | |
| 'addText':1, | |
| 'addTextRows':1, | |
| 'addBorders':1, | |
| 'addOutsideBorders':-1, | |
| 'rectWidth':45, | |
| 'rectHeight':45, | |
| }, | |
| smallHeatmap={ | |
| 'draw':1, | |
| 'spacing':0, | |
| 'fillProportion':4, | |
| 'addText':0, | |
| 'addTextRows':0, | |
| 'addBorders':0, | |
| 'addOutsideBorders':-1, | |
| 'rectWidth':4, | |
| 'rectHeight':4, | |
| }, | |
| heatmapLegendVert=0, | |
| legend= { | |
| 'draw':1, | |
| 'width':100, | |
| 'height':15, | |
| 'rectWidth':60, | |
| 'rectHeight':60 | |
| }, | |
| rightPaneOffset=100, | |
| colorDomainMin=False, | |
| colorDomainMax=False, | |
| colorDomainSymmetric=False, | |
| colorDomainAuto=1, | |
| colorDomainAutoIgnoreColumns=[], | |
| colorDomainAutoIgnoreRows=[], | |
| colorRange=['#B9FB8A', '#9BF293', '#7EE79D', '#65DCA6', '#51CFAD', '#43C3B1', '#3FB5B3', | |
| '#43A7B2', '#4C99AD', '#568BA6', '#5F7D9C', '#656F8F', '#696181', '#6A5471', | |
| '#684861', '#633D51', '#5B3341', '#522A33', '#472226', '#3B1B1A', '#2E1510'] | |
| ): | |
| figTag='-tag-{0}'.format(uuid1()) | |
| if type(pVals)!=bool: | |
| self.pValsStar(dataAdd, pVals) | |
| if sRows==None: | |
| sRows = ['' for _ in data[0]] | |
| if sColumns==None: | |
| sColumns = ['' for _ in data] | |
| colorDomain=[0,1] | |
| if colorDomainAuto>0: | |
| colorRangeData=data | |
| if len(colorDomainAutoIgnoreColumns)+len(colorDomainAutoIgnoreRows)>0: | |
| colorRangeData=[] | |
| for i in xrange(len(data)): | |
| if i in colorDomainAutoIgnoreRows: continue | |
| for j in xrange(len(data[0])): | |
| if j in colorDomainAutoIgnoreColumns: continue | |
| colorRangeData.append(data[i][j]) | |
| if colorDomainAuto==2: | |
| avgRes=numpy.average(colorRangeData) | |
| stdRes=numpy.std(colorRangeData, dtype=numpy.float64, ddof=1) | |
| nObs=len(colorRangeData) | |
| colorDomain=[max(numpy.min(colorRangeData),avgRes-stdRes/nObs*1.96), | |
| min(numpy.max(colorRangeData),avgRes+stdRes/nObs*1.96)] | |
| if colorDomainAuto==1: | |
| colorDomain=[numpy.min(colorRangeData),numpy.max(colorRangeData)] | |
| if colorDomainSymmetric: | |
| colorDomain=max(numpy.fabs(colorDomain)) | |
| colorDomain=[-colorDomain, colorDomain] | |
| colorRange=list(reversed(colorRange))+colorRange[1:] | |
| if colorDomainMin: | |
| colorDomain=[colorDomainMin, colorDomain[1]] | |
| if colorDomainMax: | |
| colorDomain=[colorDomain[0], colorDomainMax] | |
| colorRangeLen=len(colorRange) | |
| colorDomain=(numpy.array([i/colorRangeLen for i in xrange(colorRangeLen+1)])*(colorDomain[1]-colorDomain[0])+colorDomain[0]).tolist() | |
| self.addVar( figTag=figTag, | |
| colorDomain=colorDomain, | |
| colorRange=colorRange, | |
| data=data, | |
| dataAdd=dataAdd, | |
| fontSizeCellsLabels=fontSizeCellsLabels, | |
| fontSizeCells=fontSizeCells, | |
| varLabels=varLabels, | |
| sRows=sRows, | |
| sColumns=sColumns, | |
| heatmapLegendVert=heatmapLegendVert, | |
| heatmap=heatmap, | |
| smallHeatmap=smallHeatmap, | |
| legend=legend, | |
| fontSizeHeaders=fontSizeHeaders, | |
| heatmapIgnoreText=heatmapIgnoreText, | |
| sRowsMargins=sRowsMargins, | |
| sColsMargins=sColsMargins, | |
| shrinkHeadersBorders=shrinkHeadersBorders, | |
| rightPaneOffset=rightPaneOffset | |
| ) | |
| self.addCss(''' | |
| .heatmapCell path, .heatmapCell line, .heatmapCell polyline, .d3Output polyline { | |
| fill: none; | |
| stroke-width: 1px; | |
| stroke: black; | |
| shape-rendering: crispEdges !important; | |
| } | |
| .heatmapCell text, .heatmapCell rect, .d3Output rect { | |
| font-size: 1em; | |
| shape-rendering: crispEdges !important; | |
| } | |
| ''') | |
| self.addCss('#'+figTag+'{shape-rendering: crispEdges !important;}') | |
| self.addJs(''' | |
| Array.prototype.sum = function() { | |
| return this.reduce(function(a,b){return a+b;}); | |
| } | |
| var svg = d3.select("#"+d3ObjId) | |
| .append("svg") | |
| .attr("width", width) | |
| .attr("height", height) | |
| .style("border-bottom", "1px solid black") | |
| var color = d3.scale.linear() | |
| .domain(colorDomain) | |
| .range(colorRange); | |
| //_________________________________________________________________________________ | |
| // | |
| //Heatmap drawing function | |
| //_________________________________________________________________________________ | |
| function drawHeatmap(data, | |
| x, | |
| y, | |
| spacing, | |
| fillProportion, | |
| addText, | |
| addTextRows, | |
| addBorders, | |
| addOutsideBorders, | |
| rectWidth, | |
| rectHeight, | |
| svg, | |
| objId){ | |
| var heatmap=svg.append("svg") | |
| .attr("class", "heatmap") | |
| .attr("y", y) | |
| .attr("x", x) | |
| .attr("id", objId) | |
| var addLength = dataAdd.length; | |
| if(heatmapIgnoreText==1) | |
| var cumulHeight=rectHeight-fontSizeCells.sum()-(addLength+1)*2; | |
| else | |
| var cumulHeight=rectHeight-fillProportion-fontSizeCells.sum()-(addLength+1)*2; | |
| var borderOffset=[0,0]; | |
| if(addOutsideBorders>=0&&objId=='smallHeatmap') | |
| borderOffset=[addOutsideBorders+1,addOutsideBorders+1]; | |
| for(var i=0; i<data[0].length; i++){ | |
| for(var j=0; j<data.length; j++){ | |
| if(addLength>0){ | |
| if(dataAdd[0][j][i]=='Error'){ continue; } | |
| if(addLength>1){ | |
| if(dataAdd[1][j][i]=='Error'){ continue; } | |
| } | |
| } | |
| var g=heatmap.append("g") | |
| .attr("class", "heatmapCell") | |
| .attr("transform", "translate("+ (borderOffset[0]+(i)*(rectWidth+spacing)+addTextRows*(sRowsMargins.sum()+5)) +","+ (borderOffset[1]+(j)*(rectHeight+spacing)+addTextRows*(sColsMargins.sum()+5)) + ")") | |
| g.append("rect") | |
| .attr("y", rectHeight-fillProportion) | |
| .attr("fill", color(data[j][i])) | |
| .attr("id", "heatCell") | |
| .attr("width", rectWidth) | |
| .attr("height", fillProportion) | |
| if(addText||addText==1){ | |
| g.append("text") | |
| .attr("x", rectWidth-5) | |
| .attr("y",cumulHeight) | |
| .attr("id", "heatText") | |
| .attr("dy", fontSizeCells[0]+"px") | |
| .style("font-size", fontSizeCells[0]+"px") | |
| .attr("text-anchor", "end") | |
| .text(data[j][i]); | |
| for(var k=0; k<addLength; k++){ | |
| g.append("text") | |
| .attr("x", rectWidth-5) | |
| .attr("y", cumulHeight+fontSizeCells.slice(0,k+1).sum()+(k+1)*2) | |
| .attr("dy", fontSizeCells[k+1]+"px") | |
| .attr("id", "heatTextAdd") | |
| .style("font-size", fontSizeCells[k+1]+"px") | |
| .attr("text-anchor", "end") | |
| .text(dataAdd[k][j][i]); | |
| } | |
| } | |
| if(addBorders||addBorders==1){ | |
| g.append("polyline") | |
| .attr("points", "0,0 "+rectWidth+",0 "+rectWidth+","+rectHeight+" 0,"+rectHeight+" 0,0") | |
| } | |
| } | |
| } | |
| if(addOutsideBorders>=0){ | |
| var box = heatmap.append("rect") | |
| .attr("fill", "none") | |
| .attr("stroke", "#000") | |
| .attr("stroke-widtx", "1px"); | |
| if(objId=='heatmap') | |
| box.attr("x", sRowsMargins.sum()+5-addOutsideBorders) | |
| .attr("y", sColsMargins.sum()+5-addOutsideBorders) | |
| .attr("width", data[0].length*(spacing+rectWidth)-spacing+2*addOutsideBorders) | |
| .attr("height", data.length*(spacing+rectHeight)-spacing+2*addOutsideBorders); | |
| else{ | |
| box.attr("x", 1) | |
| .attr("y", 1) | |
| .attr("width", data[0].length*(spacing+rectWidth)-spacing+2*addOutsideBorders-1) | |
| .attr("height", data.length*(spacing+rectHeight)-spacing+2*addOutsideBorders-1); | |
| } | |
| } | |
| if(addTextRows||addTextRows==1){ | |
| //Columns | |
| for(var k=0; k<sColumns.length; k++){ | |
| var z=0; | |
| for(var i=0; i<data[0].length; i++){ | |
| if(sColumns[k][i]==null){ | |
| z++; | |
| } | |
| else if(sColumns[k][i]==''){ | |
| z=0; | |
| } | |
| else{ | |
| var g=heatmap.append("g") | |
| .attr("class", "heatmapCell") | |
| .attr("transform", "translate("+ ((i-z)*(rectWidth+spacing)+(sRowsMargins.sum()+5)) +",0)"); | |
| g.append("text") | |
| .attr("x", (rectWidth/2)*(z+1)+z*spacing/2) | |
| .attr("y", sColsMargins.sum()-sColsMargins.slice(0,k+1).sum()) | |
| .style("font-size", fontSizeHeaders+"px") | |
| .attr("text-anchor", "middle") | |
| .text(sColumns[k][i]); | |
| g.append("polyline") | |
| .attr("points", ""+ (0+shrinkHeadersBorders) +","+ (sColsMargins.sum()-sColsMargins.slice(0,k+1).sum()+5) +" "+ (rectWidth*(z+1)+z*spacing-shrinkHeadersBorders) +","\ | |
| +(sColsMargins.sum()-sColsMargins.slice(0,k+1).sum()+5)+""); | |
| z=0; | |
| } | |
| } | |
| } | |
| //Rows | |
| for(var k=0; k<sRows.length; k++){ | |
| var z=0; | |
| for(var j=0; j<data.length; j++){ | |
| if(sRows[k][j]==null){ | |
| z++; | |
| } | |
| else if(sRows[k][j]==''){ | |
| z=0; | |
| } | |
| else{ | |
| var g=heatmap.append("g") | |
| .attr("class", "heatmapCell") | |
| .attr("transform", "translate(0,"+ ((j-z)*(rectHeight+spacing)+(sColsMargins.sum()+5))+ ")"); | |
| g.append("text") | |
| .attr("x", sRowsMargins.sum()-sRowsMargins.slice(0,k+1).sum()) | |
| .attr("y", 0.5*(rectHeight*(z+1)+(z)*spacing+fontSizeHeaders)) | |
| .style("font-size", fontSizeHeaders+"px") | |
| .attr("text-anchor", "end") | |
| .text(sRows[k][j]); | |
| g.append("polyline") | |
| .attr("points", ""+ (sRowsMargins.sum()-sRowsMargins.slice(0,k+1).sum()+5) +","+ (0+shrinkHeadersBorders) + " "\ | |
| + (sRowsMargins.sum()-sRowsMargins.slice(0,k+1).sum()+5) +","+ ((z+1)*rectHeight+z*spacing-shrinkHeadersBorders) +""); | |
| z=0; | |
| } | |
| } | |
| } | |
| } | |
| } | |
| //_________________________________________________________________________________ | |
| // | |
| //Legend for a heatmap | |
| //_________________________________________________________________________________ | |
| function drawLegend(legendSize, x, y, tickValues, colorDomain, color, svg){ | |
| var legendcolorRangecale=d3.scale.linear() | |
| .domain([0,legendSize[0]]) | |
| .range([colorDomain[0], colorDomain[colorDomain.length-1]]), | |
| legendObj=svg.append("svg") | |
| //.attr("width", legendSize[0]+legendSize[2]) | |
| //.attr("height", legendSize[1]+12) | |
| .attr("y", y) | |
| .attr("x", x) | |
| for(var i=0; i<=legendSize[0]; i=i+legendSize[2]){ | |
| legendObj.append("rect") | |
| .attr("x", i-1) | |
| .attr("fill", color(legendcolorRangecale(i))) | |
| .attr("width", legendSize[2]) | |
| .attr("height", legendSize[1]) | |
| .attr("transform", "translate(5,0)") | |
| } | |
| var legendScale = d3.scale.linear() | |
| .domain([colorDomain[0], colorDomain[colorDomain.length-1]]) | |
| .range([0,legendSize[0]]); | |
| var legendXAxis = d3.svg.axis() | |
| .scale(legendScale) | |
| .orient("bottom") | |
| .tickSize(0,0,0) | |
| .tickValues(tickValues) | |
| legendObj.append("g") | |
| .attr('class', 'axis') | |
| .attr("transform", "translate(5," + legendSize[1] + ")") | |
| .call(legendXAxis); | |
| } | |
| function drawLegendVert(legendSize, x, y, tickValues, colorDomain, color, svg){ | |
| var legendcolorRangecale=d3.scale.linear() | |
| .domain([0,legendSize[0]]) | |
| .range([colorDomain[0], colorDomain[colorDomain.length-1]]), | |
| legendObj=svg.append("svg") | |
| //.attr("width", legendSize[0]+legendSize[2]) | |
| //.attr("height", legendSize[1]+12) | |
| .attr("y", y) | |
| .attr("x", x) | |
| .attr("id", "vertLegend") | |
| if(heatmapLegendVert==1) | |
| legendObj.style("opacity", 0.01) | |
| for(var i=0; i<=legendSize[0]; i=i+legendSize[2]){ | |
| legendObj.append("rect") | |
| .attr("y", i-1) | |
| .attr("fill", color(legendcolorRangecale(i))) | |
| .attr("width", legendSize[1]) | |
| .attr("height", legendSize[2]) | |
| .attr("transform", "translate(5,0)") | |
| } | |
| var legendScale = d3.scale.linear() | |
| .domain([colorDomain[0], colorDomain[colorDomain.length-1]]) | |
| .range([5,legendSize[0]-5]); | |
| var legendXAxis = d3.svg.axis() | |
| .scale(legendScale) | |
| .orient("right") | |
| .tickSize(0,0,0) | |
| .ticks(5) | |
| legendObj.append("g") | |
| .attr('class', 'axis') | |
| .attr("transform", "translate("+(legendSize[1]*1.5)+"," + (0*legendSize[1]) + ")") | |
| .call(legendXAxis); | |
| } | |
| function drawLegendBox(x, y, rectWidth, rectHeight, svg){ | |
| var legendObj=svg.append("svg") | |
| //.attr("width", legendSize[0]+legendSize[2]) | |
| //.attr("height", legendSize[1]+12) | |
| .attr("y", y-rectHeight) | |
| .attr("x", x) | |
| var addLength = dataAdd.length; | |
| var cumulHeight=fontSizeCellsLabels.sum()+addLength*2; | |
| var g=legendObj.append("g") | |
| .attr("class", "heatmapCell") | |
| g.append("rect") | |
| .attr("x", 1) | |
| .attr("y", rectHeight-heatmap.fillProportion/heatmap.rectHeight*rectHeight) | |
| .attr("fill", colorRange[0]) | |
| .attr("width", rectWidth-1) | |
| .attr("height", heatmap.fillProportion/heatmap.rectHeight*rectHeight) | |
| g.append("text") | |
| .attr("x", rectWidth-5) | |
| .attr("y", rectHeight-cumulHeight-5-heatmap.fillProportion) | |
| .attr("dy", fontSizeCellsLabels[0]+"px") | |
| .style("font-size", fontSizeCellsLabels[0]+"px") | |
| .attr("text-anchor", "end") | |
| .text(varLabels[0]); | |
| for(var k=0; k<addLength; k++){ | |
| g.append("text") | |
| .attr("x", rectWidth-5) | |
| .attr("y", rectHeight-5-heatmap.fillProportion-cumulHeight+fontSizeCellsLabels.slice(0,k+1).sum()+(k+1)*2) | |
| .attr("dy", fontSizeCellsLabels[k+1]+"px") | |
| .style("font-size", fontSizeCellsLabels[k+1]+"px") | |
| .attr("text-anchor", "end") | |
| .text(varLabels[k+1]); | |
| } | |
| g.append("polyline") | |
| .attr("points", "1,1 "+ (rectWidth-1) +",1 "+ (rectWidth-1) +","+rectHeight+" 1,"+rectHeight+" 1,1") | |
| } | |
| var regressionResults=svg.append("g").attr('id', 'svgElement'+d3ObjId+figTag) | |
| if(heatmap.draw==1){ | |
| drawHeatmap(data/*data*/, | |
| 0/*x*/, | |
| 0/*y*/, | |
| heatmap.spacing/*spacing*/, | |
| heatmap.fillProportion/*fillProportion*/, | |
| heatmap.addText/*addText*/, | |
| heatmap.addTextRows/*addTextRows*/, | |
| heatmap.addBorders/*addBorders*/, | |
| heatmap.addOutsideBorders/*addOutsideBorders*/, | |
| heatmap.rectWidth/*rectWidth*/, | |
| heatmap.rectHeight/*rectHeight*/, | |
| regressionResults,/*svg parent*/ | |
| 'heatmap'/*id*/) | |
| } | |
| var legendX=Math.round(sRowsMargins.slice(0,sRowsMargins.length-1).sum()/2+data[0].length*(heatmap.rectWidth+heatmap.spacing)+5+rightPaneOffset); | |
| if(smallHeatmap.draw==1){ | |
| drawHeatmap(data/*data*/, | |
| legendX/*x*/, | |
| Math.round(heatmap.addTextRows*(sColsMargins.sum()))/*y*/, | |
| smallHeatmap.spacing/*spacing*/, | |
| smallHeatmap.fillProportion/*fillProportion*/, | |
| smallHeatmap.addText/*addText*/, | |
| smallHeatmap.addTextRows/*addTextRows*/, | |
| smallHeatmap.addBorders/*addBorders*/, | |
| smallHeatmap.addOutsideBorders/*addOutsideBorders*/, | |
| smallHeatmap.rectWidth/*rectWidth*/, | |
| smallHeatmap.rectHeight/*rectHeight*/, | |
| regressionResults,/*svg parent*/ | |
| 'smallHeatmap'/*id*/) | |
| } | |
| if(legend.draw==1){ | |
| if(smallHeatmap.draw==1){ | |
| drawLegend( [data[0].length*(smallHeatmap.rectWidth+smallHeatmap.spacing)-smallHeatmap.spacing-smallHeatmap.rectWidth,legend.height,1] /*legendSize*/, | |
| Math.round(smallHeatmap.rectWidth/2+legendX-5+ Math.max(0,smallHeatmap.addOutsideBorders ))/*x*/, | |
| Math.round((data.length)*(smallHeatmap.rectHeight+smallHeatmap.spacing)+sColsMargins.sum()+legend.height+5+2*Math.max(0,smallHeatmap.addOutsideBorders))/*y*/, | |
| [colorDomain[1], colorDomain[colorDomain.length-2]]/*tickValues*/, | |
| colorDomain/*colorDomain*/, | |
| color/*color*/, | |
| regressionResults/*svg*/); | |
| } | |
| drawLegendBox(legendX, | |
| Math.round((data.length)*(heatmap.rectHeight+heatmap.spacing)+heatmap.spacing+1+sColsMargins.sum()), | |
| Math.max(legend.rectWidth, data[0].length*(smallHeatmap.rectWidth+smallHeatmap.spacing)-smallHeatmap.spacing+Math.max(0,2*smallHeatmap.addOutsideBorders)), | |
| legend.rectHeight, | |
| regressionResults) | |
| } | |
| if(heatmapLegendVert==1||heatmapLegendVert==2) | |
| drawLegendVert( [data.length*(heatmap.rectHeight+heatmap.spacing),legend.height,1] /*legendSize*/, | |
| sRowsMargins.slice(0,sRowsMargins.length ).sum()+data[0].length*(heatmap.rectWidth+heatmap.spacing)+25/*x*/, | |
| sColsMargins.sum()+5/*y*/, | |
| [colorDomain[1], colorDomain[colorDomain.length-2]]/*tickValues*/, | |
| colorDomain/*colorDomain*/, | |
| color/*color*/, | |
| regressionResults/*svg*/); | |
| var objWidth=document.getElementById('svgElement'+d3ObjId+figTag).getBoundingClientRect()['width'] | |
| var objHeight=document.getElementById('svgElement'+d3ObjId+figTag).getBoundingClientRect()['height'] | |
| regressionResults.attr("transform", "translate("+ ((width-objWidth)/2) +","+ ((height-objHeight)/2) + ")") | |
| ''') | |
| def getPhantomJsScript(self, mode): | |
| if 'html' in mode: | |
| phantomJs=''' | |
| var page = require('webpage').create(), | |
| system = require('system'), | |
| address, elementHtml; | |
| address = system.args[1]; | |
| page.viewportSize = { width: 600, height: 600 }; | |
| page.open(address, function (status) { | |
| if (status !== 'success') { | |
| console.log('Unable to load the address!'); | |
| } else { | |
| window.setTimeout(function () { | |
| elementHtml=page.evaluate(function() { | |
| document.body.bgColor = 'white'; | |
| return document.getElementById("d3OutputOutterContainer").innerHTML; | |
| }); | |
| console.log(elementHtml); | |
| phantom.exit(1); | |
| }, 200); | |
| } | |
| }); | |
| ''' | |
| elif 'png' in mode: | |
| phantomJs=''' | |
| var page = require('webpage').create(), | |
| system = require('system'), | |
| address, elementHtml; | |
| address = system.args[1]; | |
| page.viewportSize = { width: 600, height: 600 }; | |
| page.open(address, function (status) { | |
| if (status !== 'success') { | |
| console.log('Unable to load the address!'); | |
| } else { | |
| window.setTimeout(function () { | |
| console.log(page.renderBase64('PNG')); | |
| phantom.exit(1); | |
| }, 1000); | |
| } | |
| }); | |
| ''' | |
| return phantomJs | |
| def render(self, mode=['html'], fileName=None): | |
| if type(mode) not in (list, tuple): | |
| mode=(mode,) | |
| self.getJsInputs() | |
| html=['<style>', | |
| self.css, | |
| '</style>', | |
| '</head>', | |
| '<body>', | |
| '<div id="d3OutputOutterContainer">', | |
| self.html, | |
| '</div>', | |
| '<script>', | |
| self.js[0], | |
| self.jsInputs,] + self.js[1:] + ['</script>' | |
| ] | |
| if self.publish: | |
| html='\n'.join(html) | |
| from IPython.core.display import publish_html | |
| publish_html(html) | |
| return True | |
| import tempfile | |
| from os import unlink | |
| import subprocess | |
| from time import sleep | |
| html=['<html>', | |
| '<head>', | |
| '<title></title>', | |
| '<script src="http://code.jquery.com/jquery-1.8.3.min.js"></script>', | |
| '<script src="http://d3js.org/d3.v3.min.js"></script>',] +\ | |
| html +\ | |
| ['</body>', | |
| '</html>',] | |
| html='\n'.join(html) | |
| tempJs=tempfile.NamedTemporaryFile(mode="w+b", delete=False, suffix='.js') | |
| tempJs.write(self.getPhantomJsScript(mode)) | |
| tempJs.flush() | |
| tempJs.close() | |
| temp=tempfile.NamedTemporaryFile(mode="w+b", delete=False, suffix='.htm') | |
| temp.write(html) | |
| temp.flush() | |
| temp.close() | |
| phantomJs=r'''phantomjs {0} {1}'''.format(tempJs.name, temp.name) | |
| phantomJsProc = subprocess.Popen( shlex.split(phantomJs), stdout = subprocess.PIPE, stderr = subprocess.PIPE) | |
| html = '' | |
| err = '' | |
| while phantomJsProc.poll() is None: | |
| sleep( 0.1 ) | |
| html, err = phantomJsProc.communicate() | |
| unlink(temp.name) | |
| unlink(tempJs.name) | |
| if 'html' in mode: | |
| if 'only' in mode: | |
| return html | |
| html=html.replace("&", "&") | |
| if 'file'in mode and fileName!=None: | |
| html=['<html>', | |
| '<head>', | |
| '</head>', | |
| '<style>', | |
| self.css, | |
| '</style>', | |
| html, | |
| '</body>', | |
| '</html>',] | |
| fileOpen=open(fileName,'wb') | |
| fileOpen.write('\n'.join(html)) | |
| fileOpen.close() | |
| return True | |
| html='\n'.join(['<style>',self.css,'</style>'])+html | |
| if 'show'in mode: | |
| from IPython.core.display import publish_html | |
| publish_html(html) | |
| return True | |
| return html | |
| elif 'png' in mode: | |
| if 'only' in mode: | |
| return html | |
| if 'file'in mode and fileName!=None: | |
| fileOpen=open(fileName,'wb') | |
| fileOpen.write(html) | |
| fileOpen.close() | |
| return True | |
| if 'show'in mode: | |
| from IPython.core.display import publish_png | |
| publish_png(html) | |
| return True | |
| return html | |
| def addSimpleTable(self, | |
| data, | |
| dataAdd=[], | |
| pVals=False, | |
| fontSizeCells=[], | |
| sRows=[], | |
| sColumns=[], | |
| sRowsMargins=[5,100], | |
| sColsMargins=[5,20], | |
| fontSizeHeaders=9, | |
| shrinkHeadersBorders=1.5, | |
| spacing=0, | |
| addBorders=1, | |
| addOutsideBorders=-1, | |
| rectWidth=45, | |
| rectHeight=0, | |
| ): | |
| if len(fontSizeCells)==0: | |
| fontSizeCells=[12]*(1+len(dataAdd)) | |
| self.addTable(data=data, | |
| dataAdd=dataAdd, | |
| pVals=pVals, | |
| fontSizeCells=fontSizeCells+[5], | |
| fontSizeCellsLabels=fontSizeCells+[5], | |
| sRows=sRows, | |
| sColumns=sColumns, | |
| sRowsMargins=sRowsMargins, | |
| sColsMargins=sColsMargins, | |
| varLabels=[], | |
| fontSizeHeaders=fontSizeHeaders, | |
| shrinkHeadersBorders=shrinkHeadersBorders, | |
| heatmapIgnoreText=1, | |
| heatmap={ | |
| 'draw':1, | |
| 'spacing':spacing, | |
| 'fillProportion':0, | |
| 'addText':1, | |
| 'addTextRows':1, | |
| 'addBorders':addBorders, | |
| 'addOutsideBorders':addOutsideBorders, | |
| 'rectWidth':rectWidth, | |
| 'rectHeight':rectHeight if rectHeight>0 else sum(fontSizeCells)+10+2*len(dataAdd), | |
| }, | |
| smallHeatmap={ | |
| 'draw':0, | |
| }, | |
| legend= { | |
| 'draw':0, | |
| }, | |
| rightPaneOffset=0 | |
| ) | |
| def addPageBreak(self): | |
| self.addJs('''$("#"+d3ObjId).append('<div style="page-break-after:always; display:block; width:1px; height:1px;"> </div>')''') | |
| def getStandardCss(self, mode='jfCss'): | |
| if mode=='jfCss': | |
| return''' | |
| html{ | |
| font-family: sans-serif; | |
| } | |
| .d3Output{ | |
| min-height: 1.2em; | |
| line-height: 1.2em; | |
| position: relative; | |
| font-size: 1em; | |
| padding: 5px 0; | |
| list-style: none; | |
| background: #fff; | |
| color: #000; | |
| } | |
| svg{ | |
| color-rendering: optimizeQuality !important; | |
| shape-rendering: geometricPrecision !important; | |
| text-rendering: geometricPrecision !important; | |
| } | |
| .d3Output.header{ | |
| text-align: center; | |
| font-weight: bold; | |
| border-bottom: none; | |
| font-size: 0.9em; | |
| } | |
| .d3Output.title{ | |
| text-align: center; | |
| font-weight: bold; | |
| border-bottom: none; | |
| font-size: 1.2em; | |
| } | |
| .d3Output.description{ | |
| font-size: 0.8em; | |
| text-align:justify; | |
| text-justify:inter-word; | |
| border-bottom: 1px solid #000; | |
| } | |
| .d3Output.description.panel{ | |
| text-align: center; | |
| } | |
| svg, canvas { | |
| border-bottom: 1px solid #000; | |
| display: block; | |
| margin: 5px 0; | |
| } | |
| .d3Output.description.figure{ | |
| border-bottom: none; | |
| } | |
| ''' | |
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| { | |
| "metadata": { | |
| "name": "ipyD3sample" | |
| }, | |
| "nbformat": 3, | |
| "nbformat_minor": 0, | |
| "worksheets": [ | |
| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "%cd \"c:\\Projects\\HFI\\Python\"" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "stream": "stdout", | |
| "text": [ | |
| "c:\\Projects\\HFI\\Python\n" | |
| ] | |
| } | |
| ], | |
| "prompt_number": 1 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "While Matplotlib is powerful, it requires a steep learning curve. Moreover, I found it often requires more lines of code for the type of visualisations I wish to produce than various *.js libriaries. Ever since I found out about IPython Notebook and d3js I wanted to combine the two and replace Matplotlib in my workflow. IPython offers a great interactive way of using Python. D3js coupled with developer tools in Chrome/Firefox does the same to graphics.\n", | |
| "\n", | |
| "There are a few obstacles.\n", | |
| "\n", | |
| "##Obstacle 1: Javascript in a function is confusing" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "def x():\n", | |
| " from IPython.core.display import Javascript\n", | |
| " Javascript('alert(\"a\")')\n", | |
| "x()" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [], | |
| "prompt_number": 2 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "This will not produce a warning if executed." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "def x():\n", | |
| " from IPython.core.display import publish_javascript\n", | |
| " publish_javascript('alert(\"a\")')\n", | |
| "x()" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "javascript": [ | |
| "alert(\"a\")" | |
| ], | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "prompt_number": 3 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "While this will...\n", | |
| "\n", | |
| "##Obstacle 2: Neither will execute after page refresh" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "Which initially forced me to output scripts in html.\n", | |
| "\n", | |
| "Of course, just like Javascript(), HTML() does not work from withing a function as well." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "def x():\n", | |
| " from IPython.core.display import HTML\n", | |
| " HTML('<script>alert(\"a\")</script>')\n", | |
| "#x()" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [], | |
| "prompt_number": 4 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "You need to use publish_html if you want to get anywhere. It has the added benefit of executing on page refresh." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "def x():\n", | |
| " from IPython.core.display import publish_html\n", | |
| " publish_html('<script>alert(\"a\")</script>')\n", | |
| "#x()" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [], | |
| "prompt_number": 5 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "##Obstacle 3: Javascript executes too soon\n", | |
| "While publish_html works, I found that it would execute before d3js could be loaded, resulting only in errors in the console.\n", | |
| "\n", | |
| "##Obstacle 4: Some Javascript breaks the Notebook\n", | |
| "Moreover, I found that every now and again, some long Javascript instructions would result in IPython Notebook not being able to display notebooks in whole. While the data was not destroyed, the page would stop displaying at a cell with the faulty script. Since you cannot save a selective cell, this forced me to manually edit notebooks all too often.\n", | |
| "\n", | |
| "##Result\n", | |
| "As a result I resorted to creating the d3 scripts from within (I)Python but rendering them later on with PhantomJs. Becasue of that one can easily switch between producing interactive SVG visualisations by just copying the resulting HTML code from the rendered script file, or saving a static version in PNG, PDF, etc.\n", | |
| "\n", | |
| "The main ingredients are coded as a [class in Python](http://gist.github.com/4484816)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "from ipyD3 import *" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [], | |
| "prompt_number": 6 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "The first thing is to start a d3 object instance." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "d3 = d3object()" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [], | |
| "prompt_number": 7 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "All arguments are kwargs, and you can set:\n", | |
| "\n", | |
| "* _height_ of your object\n", | |
| "* _width_ of your object\n", | |
| "* html that will preceed yout object (_topHtml_)\n", | |
| "* html that will follow yout object (_bottomHtml_)\n", | |
| "* a predefined _style_ that includes _topHtml_, _botttomHtml_, and css\n", | |
| "* weather to execute the scripts in your notebook (_publish_)\n", | |
| "* weather to append the resulting object to to toolbar so that it is always visible (_test_, requires _publish=1_)\n", | |
| "* how precise should be the data on conversion to Javascript variables (_precision_)\n", | |
| "* previous _d3_ objects if you wish to create a multi-page report\n", | |
| "\n", | |
| "\n", | |
| "##Tables\n", | |
| "I often use this class to produce tables." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "d3 = d3object(width=800,\n", | |
| " height=400,\n", | |
| " style='JFTable',\n", | |
| " number=1,\n", | |
| " d3=None,\n", | |
| " title='Example table with d3js',\n", | |
| " desc='An example table created created with d3js with data generated with Python.')\n", | |
| "data=[[1277.0, 654.0, 288.0, 1976.0, 3281.0, 3089.0, 10336.0, 4650.0, 4441.0, 4670.0, 944.0, 110.0],\n", | |
| "[1318.0, 664.0, 418.0, 1952.0, 3581.0, 4574.0, 11457.0, 6139.0, 7078.0, 6561.0, 2354.0, 710.0],\n", | |
| "[1783.0, 774.0, 564.0, 1470.0, 3571.0, 3103.0, 9392.0, 5532.0, 5661.0, 4991.0, 2032.0, 680.0],\n", | |
| "[1301.0, 604.0, 286.0, 2152.0, 3282.0, 3369.0, 10490.0, 5406.0, 4727.0, 3428.0, 1559.0, 620.0],\n", | |
| "[1537.0, 1714.0, 724.0, 4824.0, 5551.0, 8096.0, 16589.0, 13650.0, 9552.0, 13709.0, 2460.0, 720.0],\n", | |
| "[5691.0, 2995.0, 1680.0, 11741.0, 16232.0, 14731.0, 43522.0, 32794.0, 26634.0, 31400.0, 7350.0, 3010.0],\n", | |
| "[1650.0, 2096.0, 60.0, 50.0, 1180.0, 5602.0, 15728.0, 6874.0, 5115.0, 3510.0, 1390.0, 170.0],\n", | |
| "[72.0, 60.0, 60.0, 10.0, 120.0, 172.0, 1092.0, 675.0, 408.0, 360.0, 156.0, 100.0]]\n", | |
| "data=[list(i) for i in zip(*data)]\n", | |
| "sRows=[['January', 'February', 'March', 'April', 'May', 'June', 'July', 'August', 'September', 'October', 'November', 'Deecember']]\n", | |
| "sColumns=[['Prod {0}'.format(i) for i in xrange(1,9)],\n", | |
| " [None, '', None, None, 'Group 1', None, None, 'Group 2']]\n", | |
| "d3.addSimpleTable( data, \n", | |
| " fontSizeCells=[12,],\n", | |
| " sRows=sRows,\n", | |
| " sColumns=sColumns,\n", | |
| " sRowsMargins=[5,50,0],\n", | |
| " sColsMargins=[5,20,10],\n", | |
| " spacing=2,\n", | |
| " addBorders=1,\n", | |
| " addOutsideBorders=-1,\n", | |
| " rectWidth=45,\n", | |
| " rectHeight=0 \n", | |
| " )\n", | |
| "d3.render(mode=['html', 'show'])" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "html": [ | |
| "<style>\n", | |
| "\n", | |
| "\n", | |
| " .d3Output{\n", | |
| " min-height: 1.2em;\n", | |
| " line-height: 1.2em;\n", | |
| " position: relative;\n", | |
| " font-size: 1em;\n", | |
| " padding: 5px 0;\n", | |
| " \n", | |
| " list-style: none;\n", | |
| " background: #fff;\n", | |
| " color: #000;\n", | |
| " }\n", | |
| " svg{\n", | |
| " color-rendering: optimizeQuality !important;\n", | |
| " shape-rendering: geometricPrecision !important;\n", | |
| " text-rendering: geometricPrecision !important;\n", | |
| " }\n", | |
| " .d3Output.header{\n", | |
| " text-align: center;\n", | |
| " font-weight: bold;\n", | |
| " border-bottom: none;\n", | |
| " font-size: 0.9em;\n", | |
| " \n", | |
| " }\n", | |
| " .d3Output.title{\n", | |
| " text-align: center;\n", | |
| " font-weight: bold;\n", | |
| " border-bottom: none;\n", | |
| " font-size: 1.2em;\n", | |
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| " }\n", | |
| " .d3Output.description{\n", | |
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| " text-align:justify;\n", | |
| " text-justify:inter-word;\n", | |
| " border-bottom: 1px solid #000;\n", | |
| " }\n", | |
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| " text-align: center;\n", | |
| " }\n", | |
| " svg, canvas {\n", | |
| " border-bottom: 1px solid #000;\n", | |
| " display: block;\n", | |
| " margin: 5px 0;\n", | |
| " }\n", | |
| " .d3Output.description.figure{\n", | |
| " border-bottom: none;\n", | |
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| " \n", | |
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| "<div class=\"d3Output header\" style=\"width: 800px;\">Table 1</div>\r\n", | |
| "<div class=\"d3Output title\" style=\"width: 800px;\"> Example table with d3js</div>\r\n", | |
| "<div class=\"d3Output description\" style=\"width: 800px\"> An example table created created with d3js with data generated with Python.</div>\r\n", | |
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\" text-anchor=\"end\">156</text><polyline points=\"0,0 45,0 45,22 0,22 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(389,304)\"><rect y=\"22\" fill=\"#b8fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">100</text><polyline points=\"0,0 45,0 45,22 0,22 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(60,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 1</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(107,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 2</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(154,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 3</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(201,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 4</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(248,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 5</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(295,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 6</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(342,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 7</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(389,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 8</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(154,0)\"><text x=\"69.5\" y=\"10\" style=\"font-size: 9px; \" text-anchor=\"middle\">Group 1</text><polyline points=\"1.5,15 137.5,15\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(295,0)\"><text x=\"69.5\" y=\"10\" style=\"font-size: 9px; \" text-anchor=\"middle\">Group 2</text><polyline points=\"1.5,15 137.5,15\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,40)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">January</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,64)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">February</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,88)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">March</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,112)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">April</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,136)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">May</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,160)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">June</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,184)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">July</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,208)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">August</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,232)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">September</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,256)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">October</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,280)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">November</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,304)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">Deecember</text><polyline points=\"55,1.5 55,20.5\"></polyline></g></svg></g></svg></div>\r\n", | |
| "\r\n" | |
| ], | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "output_type": "pyout", | |
| "prompt_number": 8, | |
| "text": [ | |
| "True" | |
| ] | |
| } | |
| ], | |
| "prompt_number": 8 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "For a slightly cleaner look you can remove the borders..." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "d3 = d3object(width=800,\n", | |
| " height=400,\n", | |
| " style='JFTable',\n", | |
| " number=1,\n", | |
| " d3=None,\n", | |
| " title='Example table with d3js',\n", | |
| " desc='An example table created created with d3js with data generated with Python.')\n", | |
| "d3.addSimpleTable( data, \n", | |
| " fontSizeCells=[12,],\n", | |
| " sRows=sRows,\n", | |
| " sColumns=sColumns,\n", | |
| " sRowsMargins=[5,50,0],\n", | |
| " sColsMargins=[5,20,10],\n", | |
| " spacing=2,\n", | |
| " addBorders=0,\n", | |
| " addOutsideBorders=-1,\n", | |
| " rectWidth=45,\n", | |
| " rectHeight=0 \n", | |
| " )\n", | |
| "d3.render(mode=['html', 'show'])" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "html": [ | |
| "<style>\n", | |
| "\n", | |
| "\n", | |
| " .d3Output{\n", | |
| " min-height: 1.2em;\n", | |
| " line-height: 1.2em;\n", | |
| " position: relative;\n", | |
| " font-size: 1em;\n", | |
| " padding: 5px 0;\n", | |
| " \n", | |
| " list-style: none;\n", | |
| " background: #fff;\n", | |
| " color: #000;\n", | |
| " }\n", | |
| " svg{\n", | |
| " color-rendering: optimizeQuality !important;\n", | |
| " shape-rendering: geometricPrecision !important;\n", | |
| " text-rendering: geometricPrecision !important;\n", | |
| " }\n", | |
| " .d3Output.header{\n", | |
| " text-align: center;\n", | |
| " font-weight: bold;\n", | |
| " border-bottom: none;\n", | |
| " font-size: 0.9em;\n", | |
| " \n", | |
| " }\n", | |
| " .d3Output.title{\n", | |
| " text-align: center;\n", | |
| " font-weight: bold;\n", | |
| " border-bottom: none;\n", | |
| " font-size: 1.2em;\n", | |
| " \n", | |
| " }\n", | |
| " .d3Output.description{\n", | |
| " font-size: 0.8em;\n", | |
| " text-align:justify;\n", | |
| " text-justify:inter-word;\n", | |
| " border-bottom: 1px solid #000;\n", | |
| " }\n", | |
| " .d3Output.description.panel{\n", | |
| " text-align: center;\n", | |
| " }\n", | |
| " svg, canvas {\n", | |
| " border-bottom: 1px solid #000;\n", | |
| " display: block;\n", | |
| " margin: 5px 0;\n", | |
| " }\n", | |
| " .d3Output.description.figure{\n", | |
| " border-bottom: none;\n", | |
| " }\n", | |
| " \n", | |
| "\n", | |
| " .heatmapCell path, .heatmapCell line, .heatmapCell polyline, .d3Output polyline {\n", | |
| " fill: none;\n", | |
| " stroke-width: 1px;\n", | |
| " stroke: black;\n", | |
| " shape-rendering: crispEdges !important;\n", | |
| " }\n", | |
| " .heatmapCell text, .heatmapCell rect, .d3Output rect {\n", | |
| " font-size: 1em;\n", | |
| " shape-rendering: crispEdges !important;\n", | |
| " }\n", | |
| " \n", | |
| "#-tag-645fef0f-59a9-11e2-ae2c-00268315e762{shape-rendering: crispEdges !important;}\n", | |
| "</style>\r\n", | |
| "<div class=\"d3Output header\" style=\"width: 800px;\">Table 1</div>\r\n", | |
| "<div class=\"d3Output title\" style=\"width: 800px;\"> Example table with d3js</div>\r\n", | |
| "<div class=\"d3Output description\" style=\"width: 800px\"> An example table created created with d3js with data generated with Python.</div>\r\n", | |
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\" text-anchor=\"end\">60</text></g><g class=\"heatmapCell\" transform=\"translate(389,112)\"><rect y=\"22\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">10</text></g><g class=\"heatmapCell\" transform=\"translate(389,136)\"><rect y=\"22\" fill=\"#b7fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">120</text></g><g class=\"heatmapCell\" transform=\"translate(389,160)\"><rect y=\"22\" fill=\"#b7fa8b\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">172</text></g><g class=\"heatmapCell\" transform=\"translate(389,184)\"><rect y=\"22\" fill=\"#a9f68f\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">1092</text></g><g class=\"heatmapCell\" transform=\"translate(389,208)\"><rect y=\"22\" fill=\"#aff88d\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">675</text></g><g class=\"heatmapCell\" transform=\"translate(389,232)\"><rect y=\"22\" fill=\"#b3f98c\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">408</text></g><g class=\"heatmapCell\" transform=\"translate(389,256)\"><rect y=\"22\" fill=\"#b4f98c\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">360</text></g><g class=\"heatmapCell\" transform=\"translate(389,280)\"><rect y=\"22\" fill=\"#b7fa8b\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">156</text></g><g class=\"heatmapCell\" transform=\"translate(389,304)\"><rect y=\"22\" fill=\"#b8fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">100</text></g><g class=\"heatmapCell\" transform=\"translate(60,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 1</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(107,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 2</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(154,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 3</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(201,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 4</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(248,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 5</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(295,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 6</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(342,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 7</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(389,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Prod 8</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(154,0)\"><text x=\"69.5\" y=\"10\" style=\"font-size: 9px; \" text-anchor=\"middle\">Group 1</text><polyline points=\"1.5,15 137.5,15\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(295,0)\"><text x=\"69.5\" y=\"10\" style=\"font-size: 9px; \" text-anchor=\"middle\">Group 2</text><polyline points=\"1.5,15 137.5,15\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,40)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">January</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,64)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">February</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,88)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">March</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,112)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">April</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,136)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">May</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,160)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">June</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,184)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">July</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,208)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">August</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,232)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">September</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,256)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">October</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,280)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">November</text><polyline points=\"55,1.5 55,20.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,304)\"><text x=\"50\" y=\"15.5\" style=\"font-size: 9px; \" text-anchor=\"end\">Deecember</text><polyline points=\"55,1.5 55,20.5\"></polyline></g></svg></g></svg></div>\r\n", | |
| "\r\n" | |
| ], | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "output_type": "pyout", | |
| "prompt_number": 9, | |
| "text": [ | |
| "True" | |
| ] | |
| } | |
| ], | |
| "prompt_number": 9 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "But since it is HTML you can easily increase readability of the table!! With _addTable_ instead of _addSimpleTable_. In fact _addSimpleTable_ is just a reference to _addTable_" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "d3 = d3object(width=800,\n", | |
| " height=400,\n", | |
| " style='JFTable',\n", | |
| " number=1,\n", | |
| " d3=None,\n", | |
| " title='Example table with d3js',\n", | |
| " desc='An example table created created with d3js with data generated with Python.')\n", | |
| "d3.addTable(data,\n", | |
| " dataAdd=[],\n", | |
| " pVals=-1,\n", | |
| " fontSizeCells=[11,5],\n", | |
| " fontSizeCellsLabels=[11,5],\n", | |
| " sRows=sRows,\n", | |
| " sColumns=sColumns,\n", | |
| " sRowsMargins=[5,50,0],\n", | |
| " sColsMargins=[5,20,10],\n", | |
| " fontSizeHeaders=11,\n", | |
| " shrinkHeadersBorders=1.5,\n", | |
| " heatmapIgnoreText=1,\n", | |
| " varLabels=[],\n", | |
| " heatmap={\n", | |
| " 'draw':1,\n", | |
| " 'spacing':2,\n", | |
| " 'fillProportion':21,\n", | |
| " 'addText':1,\n", | |
| " 'addTextRows':1,\n", | |
| " 'addBorders':1,\n", | |
| " 'addOutsideBorders':-1,\n", | |
| " 'rectWidth':45,\n", | |
| " 'rectHeight':21,\n", | |
| " },\n", | |
| " smallHeatmap={\n", | |
| " 'draw':0,\n", | |
| " 'spacing':0,\n", | |
| " 'fillProportion':5,\n", | |
| " 'addText':0,\n", | |
| " 'addTextRows':0,\n", | |
| " 'addBorders':1,\n", | |
| " 'addOutsideBorders':-1,\n", | |
| " 'rectWidth':5,\n", | |
| " 'rectHeight':5,\n", | |
| " },\n", | |
| " heatmapLegendVert=1,\n", | |
| " legend= {\n", | |
| " 'draw':0,\n", | |
| " 'width':2,\n", | |
| " 'height':15,\n", | |
| " 'rectWidth':60,\n", | |
| " 'rectHeight':60\n", | |
| " },\n", | |
| " rightPaneOffset=0,\n", | |
| " colorDomainAuto=1,\n", | |
| " #colorDomainAutoIgnoreRows=[5],\n", | |
| " colorRange=['#ffffff', '#dddddd', '#cccccc', '#bbbbbb', '#aaaaaa', '#999999']\n", | |
| ")\n", | |
| "d3 = d3object(width=800,\n", | |
| " height=400,\n", | |
| " style='JFTable',\n", | |
| " number=1,\n", | |
| " d3=d3,\n", | |
| " title='Example table with d3js with a small heatmap',\n", | |
| " desc='An example table created created with d3js with data generated with Python.')\n", | |
| "d3.addTable(data,\n", | |
| " dataAdd=[],\n", | |
| " pVals=-1,\n", | |
| " fontSizeCells=[11,5],\n", | |
| " fontSizeCellsLabels=[11,5],\n", | |
| " sRows=sRows,\n", | |
| " sColumns=sColumns,\n", | |
| " sRowsMargins=[5,50,0],\n", | |
| " sColsMargins=[5,20,10],\n", | |
| " fontSizeHeaders=11,\n", | |
| " shrinkHeadersBorders=1.5,\n", | |
| " heatmapIgnoreText=1,\n", | |
| " varLabels=['Sales'],\n", | |
| " heatmap={\n", | |
| " 'draw':1,\n", | |
| " 'spacing':2,\n", | |
| " 'fillProportion':0,\n", | |
| " 'addText':1,\n", | |
| " 'addTextRows':1,\n", | |
| " 'addBorders':1,\n", | |
| " 'addOutsideBorders':-1,\n", | |
| " 'rectWidth':45,\n", | |
| " 'rectHeight':21,\n", | |
| " },\n", | |
| " smallHeatmap={\n", | |
| " 'draw':1,\n", | |
| " 'spacing':0,\n", | |
| " 'fillProportion':10,\n", | |
| " 'addText':0,\n", | |
| " 'addTextRows':0,\n", | |
| " 'addBorders':0,\n", | |
| " 'addOutsideBorders':0,\n", | |
| " 'rectWidth':10,\n", | |
| " 'rectHeight':10,\n", | |
| " },\n", | |
| " heatmapLegendVert=1,\n", | |
| " legend= {\n", | |
| " 'draw':1,\n", | |
| " 'width':2,\n", | |
| " 'height':15,\n", | |
| " 'rectWidth':45,\n", | |
| " 'rectHeight':30\n", | |
| " },\n", | |
| " rightPaneOffset=100,\n", | |
| " colorDomainAuto=1,\n", | |
| " colorRange=['#ffffff', '#eeeeee', '#aaaaaa', '#111111', '#000000']\n", | |
| ")\n", | |
| "d3.render(mode=['html', 'show'])" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "html": [ | |
| "<style>\n", | |
| "\n", | |
| "\n", | |
| " .d3Output{\n", | |
| " min-height: 1.2em;\n", | |
| " line-height: 1.2em;\n", | |
| " position: relative;\n", | |
| " font-size: 1em;\n", | |
| " padding: 5px 0;\n", | |
| " \n", | |
| " list-style: none;\n", | |
| " background: #fff;\n", | |
| " color: #000;\n", | |
| " }\n", | |
| " svg{\n", | |
| " color-rendering: optimizeQuality !important;\n", | |
| " shape-rendering: geometricPrecision !important;\n", | |
| " text-rendering: geometricPrecision !important;\n", | |
| " }\n", | |
| " .d3Output.header{\n", | |
| " text-align: center;\n", | |
| " font-weight: bold;\n", | |
| " border-bottom: none;\n", | |
| " font-size: 0.9em;\n", | |
| " \n", | |
| " }\n", | |
| " .d3Output.title{\n", | |
| " text-align: center;\n", | |
| " font-weight: bold;\n", | |
| " border-bottom: none;\n", | |
| " font-size: 1.2em;\n", | |
| " \n", | |
| " }\n", | |
| " .d3Output.description{\n", | |
| " font-size: 0.8em;\n", | |
| " text-align:justify;\n", | |
| " text-justify:inter-word;\n", | |
| " border-bottom: 1px solid #000;\n", | |
| " }\n", | |
| " .d3Output.description.panel{\n", | |
| " text-align: center;\n", | |
| " }\n", | |
| " svg, canvas {\n", | |
| " border-bottom: 1px solid #000;\n", | |
| " display: block;\n", | |
| " margin: 5px 0;\n", | |
| " }\n", | |
| " .d3Output.description.figure{\n", | |
| " border-bottom: none;\n", | |
| " }\n", | |
| " \n", | |
| "\n", | |
| "\n", | |
| " .d3Output{\n", | |
| " min-height: 1.2em;\n", | |
| " line-height: 1.2em;\n", | |
| " position: relative;\n", | |
| " font-size: 1em;\n", | |
| " padding: 5px 0;\n", | |
| " \n", | |
| " list-style: none;\n", | |
| " background: #fff;\n", | |
| " color: #000;\n", | |
| " }\n", | |
| " svg{\n", | |
| " color-rendering: optimizeQuality !important;\n", | |
| " shape-rendering: geometricPrecision !important;\n", | |
| " text-rendering: geometricPrecision !important;\n", | |
| " }\n", | |
| " .d3Output.header{\n", | |
| " text-align: center;\n", | |
| " font-weight: bold;\n", | |
| " border-bottom: none;\n", | |
| " font-size: 0.9em;\n", | |
| " \n", | |
| " }\n", | |
| " .d3Output.title{\n", | |
| " text-align: center;\n", | |
| " font-weight: bold;\n", | |
| " border-bottom: none;\n", | |
| " font-size: 1.2em;\n", | |
| " \n", | |
| " }\n", | |
| " .d3Output.description{\n", | |
| " font-size: 0.8em;\n", | |
| " text-align:justify;\n", | |
| " text-justify:inter-word;\n", | |
| " border-bottom: 1px solid #000;\n", | |
| " }\n", | |
| " .d3Output.description.panel{\n", | |
| " text-align: center;\n", | |
| " }\n", | |
| " svg, canvas {\n", | |
| " border-bottom: 1px solid #000;\n", | |
| " display: block;\n", | |
| " margin: 5px 0;\n", | |
| " }\n", | |
| " .d3Output.description.figure{\n", | |
| " border-bottom: none;\n", | |
| " }\n", | |
| " \n", | |
| "\n", | |
| " .heatmapCell path, .heatmapCell line, .heatmapCell polyline, .d3Output polyline {\n", | |
| " fill: none;\n", | |
| " stroke-width: 1px;\n", | |
| " stroke: black;\n", | |
| " shape-rendering: crispEdges !important;\n", | |
| " }\n", | |
| " .heatmapCell text, .heatmapCell rect, .d3Output rect {\n", | |
| " font-size: 1em;\n", | |
| " shape-rendering: crispEdges !important;\n", | |
| " }\n", | |
| " \n", | |
| "#-tag-65b6cc81-59a9-11e2-b2d2-00268315e762{shape-rendering: crispEdges !important;}\n", | |
| "\n", | |
| " .heatmapCell path, .heatmapCell line, .heatmapCell polyline, .d3Output polyline {\n", | |
| " fill: none;\n", | |
| " stroke-width: 1px;\n", | |
| " stroke: black;\n", | |
| " shape-rendering: crispEdges !important;\n", | |
| " }\n", | |
| " .heatmapCell text, .heatmapCell rect, .d3Output rect {\n", | |
| " font-size: 1em;\n", | |
| " shape-rendering: crispEdges !important;\n", | |
| " }\n", | |
| " \n", | |
| "#-tag-67054580-59a9-11e2-84c0-00268315e762{shape-rendering: crispEdges !important;}\n", | |
| "</style>\r\n", | |
| "\r\n", | |
| "<div class=\"d3Output header\" style=\"width: 800px;\">Table 1</div>\r\n", | |
| "<div class=\"d3Output title\" style=\"width: 800px;\"> Example table with d3js</div>\r\n", | |
| "<div class=\"d3Output description\" style=\"width: 800px\"> An example table created created with d3js with data generated with Python.</div>\r\n", | |
| "<div id=\"id-65b6cc80-59a9-11e2-a446-00268315e762\" class=\"d3Output\"><svg width=\"800\" height=\"400\" style=\"border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: black; \"><g id=\"svgElementid-65b6cc80-59a9-11e2-a446-00268315e762-tag-65b6cc81-59a9-11e2-b2d2-00268315e762\" transform=\"translate(136.75,41.5)\"><svg class=\"heatmap\" y=\"0\" x=\"0\" id=\"heatmap\"><g class=\"heatmapCell\" transform=\"translate(60,40)\"><rect y=\"0\" fill=\"#f9f9f9\" id=\"heatCell\" width=\"45\" height=\"21\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"11px\" style=\"font-size: 11px; \" text-anchor=\"end\">1277</text><polyline points=\"0,0 45,0 45,21 0,21 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(60,63)\"><rect y=\"0\" fill=\"#fcfcfc\" id=\"heatCell\" width=\"45\" height=\"21\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"11px\" style=\"font-size: 11px; \" text-anchor=\"end\">654</text><polyline points=\"0,0 45,0 45,21 0,21 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style=\"opacity: 1; \" transform=\"translate(0,249.469111969112)\"><line class=\"tick\" x2=\"0\" y2=\"0\"></line><text x=\"3\" y=\"0\" dy=\".32em\" text-anchor=\"start\">40,000</text></g><path class=\"domain\" d=\"M0,5H0V271H0\"></path></g></svg></g></svg><div style=\"page-break-after:always; display:block; width:1px; height:1px;\"> </div></div>\r\n", | |
| "\r\n", | |
| "\r\n", | |
| "<div class=\"d3Output header\" style=\"width: 800px;\">Table 1</div>\r\n", | |
| "<div class=\"d3Output title\" style=\"width: 800px;\"> Example table with d3js with a small heatmap</div>\r\n", | |
| "<div class=\"d3Output description\" style=\"width: 800px\"> An example table created created with d3js with data generated with Python.</div>\r\n", | |
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| "\r\n" | |
| ], | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "output_type": "pyout", | |
| "prompt_number": 10, | |
| "text": [ | |
| "True" | |
| ] | |
| } | |
| ], | |
| "prompt_number": 10 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "I often work with output from statistical packages and including more information in a cell also comes at little to no cost." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "d3 = d3object(width=800,\n", | |
| " height=400,\n", | |
| " style='JFTable',\n", | |
| " number=1,\n", | |
| " d3=None,\n", | |
| " title='Example table with d3js',\n", | |
| " desc='An example table created created with d3js with data generated with Python.')\n", | |
| "sRows=[['Long/Short Eq. Hedge',\n", | |
| " 'FoF',\n", | |
| " 'Not L/S nor FoF',\n", | |
| " 'All',\n", | |
| " 'Not FoFs',\n", | |
| "]]\n", | |
| "\n", | |
| "sColumns=[\n", | |
| " ['N',\n", | |
| " 'Initial',\n", | |
| " 'Average',\n", | |
| " 'Incentive',\n", | |
| " 'Management',\n", | |
| " 'Median',\n", | |
| " 'Mean [%]',\n", | |
| " 'Std. dev.',\n", | |
| " 'Skewness',\n", | |
| " 'Kurtosis'\n", | |
| " ],\n", | |
| " [ '',\n", | |
| " None,\n", | |
| " 'AUM [M, USD]',\n", | |
| " None,\n", | |
| " 'Fees [%]',\n", | |
| " None,\n", | |
| " None,\n", | |
| " None,\n", | |
| " None,\n", | |
| " 'Returns'\n", | |
| " ]\n", | |
| " ]\n", | |
| "data=[[3452, 3, 22, 20.0, 1.5, 0.666, 0.656, 3.538, -0.1, 1.0],\n", | |
| " [5791, 7, 22, 10.0, 1.5, 0.502, 0.27, 1.17, -0.9, 1.8],\n", | |
| " [6718, 4, 23, 20.0, 1.5, 0.7, 0.637, 1.448, -0.2, 1.2],\n", | |
| " [15961,5,23, 20.0, 1.5, 0.6, 0.467, 1.467, -0.4, 1.3],\n", | |
| " [10170,4, 23, 20.0, 1.5, 0.69, 0.646, 2.633, -0.1, 1.1],\n", | |
| " ]\n", | |
| "dataAdd=[['', '', '', '', '', '', 0.015, '', '', 0.084],\n", | |
| " ['', '', '', '', '', '', 0.016, '', '', 0.015],\n", | |
| " ['', '', '', '', '', '', 0.024, '', '', 0.162],\n", | |
| " ['', '', '', '', '', '', 0.058, '', '', 0.126],\n", | |
| " ['', '', '', '', '', '', 0.093, '', '', 0.149],\n", | |
| " ]\n", | |
| "dataAdd=[dataAdd,[[i for i in j] for j in dataAdd]]\n", | |
| "d3.precision=2\n", | |
| "data=d3.convertVar(data)\n", | |
| "d3.precision=4\n", | |
| "d3.addSimpleTable( data, \n", | |
| " dataAdd=dataAdd,\n", | |
| " fontSizeCells=[12,10,10],\n", | |
| " pVals=0,\n", | |
| " sRows=sRows,\n", | |
| " sColumns=sColumns,\n", | |
| " sRowsMargins=[5,100,0],\n", | |
| " sColsMargins=[5,20,10],\n", | |
| " spacing=2,\n", | |
| " addBorders=1,\n", | |
| " addOutsideBorders=-1,\n", | |
| " rectWidth=45,\n", | |
| " rectHeight=0 \n", | |
| " )\n", | |
| "html=d3.render(mode=('show','html'))" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "html": [ | |
| "<style>\n", | |
| "\n", | |
| "\n", | |
| " .d3Output{\n", | |
| " min-height: 1.2em;\n", | |
| " line-height: 1.2em;\n", | |
| " position: relative;\n", | |
| " font-size: 1em;\n", | |
| " padding: 5px 0;\n", | |
| " \n", | |
| " list-style: none;\n", | |
| " background: #fff;\n", | |
| " color: #000;\n", | |
| " }\n", | |
| " svg{\n", | |
| " color-rendering: optimizeQuality !important;\n", | |
| " shape-rendering: geometricPrecision !important;\n", | |
| " text-rendering: geometricPrecision !important;\n", | |
| " }\n", | |
| " .d3Output.header{\n", | |
| " text-align: center;\n", | |
| " font-weight: bold;\n", | |
| " border-bottom: none;\n", | |
| " font-size: 0.9em;\n", | |
| " \n", | |
| " }\n", | |
| " .d3Output.title{\n", | |
| " text-align: center;\n", | |
| " font-weight: bold;\n", | |
| " border-bottom: none;\n", | |
| " font-size: 1.2em;\n", | |
| " \n", | |
| " }\n", | |
| " .d3Output.description{\n", | |
| " font-size: 0.8em;\n", | |
| " text-align:justify;\n", | |
| " text-justify:inter-word;\n", | |
| " border-bottom: 1px solid #000;\n", | |
| " }\n", | |
| " .d3Output.description.panel{\n", | |
| " text-align: center;\n", | |
| " }\n", | |
| " svg, canvas {\n", | |
| " border-bottom: 1px solid #000;\n", | |
| " display: block;\n", | |
| " margin: 5px 0;\n", | |
| " }\n", | |
| " .d3Output.description.figure{\n", | |
| " border-bottom: none;\n", | |
| " }\n", | |
| " \n", | |
| "\n", | |
| " .heatmapCell path, .heatmapCell line, .heatmapCell polyline, .d3Output polyline {\n", | |
| " fill: none;\n", | |
| " stroke-width: 1px;\n", | |
| " stroke: black;\n", | |
| " shape-rendering: crispEdges !important;\n", | |
| " }\n", | |
| " .heatmapCell text, .heatmapCell rect, .d3Output rect {\n", | |
| " font-size: 1em;\n", | |
| " shape-rendering: crispEdges !important;\n", | |
| " }\n", | |
| " \n", | |
| "#-tag-6864d580-59a9-11e2-a076-00268315e762{shape-rendering: crispEdges !important;}\n", | |
| "</style>\r\n", | |
| "<div class=\"d3Output header\" style=\"width: 800px;\">Table 1</div>\r\n", | |
| "<div class=\"d3Output title\" style=\"width: 800px;\"> Example table with d3js</div>\r\n", | |
| "<div class=\"d3Output description\" style=\"width: 800px\"> An example table created created with d3js with data generated with Python.</div>\r\n", | |
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\" text-anchor=\"end\">3.54</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(439,88)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">1.17</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(439,136)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">1.45</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(439,184)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">1.47</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(439,232)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">2.63</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(486,40)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">-0.1</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(486,88)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">-0.9</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(486,136)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">-0.2</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(486,184)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">-0.4</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(486,232)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">-0.1</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(533,40)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">1</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\">★</text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\">0.084</text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(533,88)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">1.8</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\">★★</text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\">0.015</text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(533,136)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">1.2</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\">0.162</text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(533,184)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">1.3</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\">0.126</text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(533,232)\"><rect y=\"46\" fill=\"#b9fb8a\" id=\"heatCell\" width=\"45\" height=\"0\"></rect><text x=\"40\" y=\"3\" id=\"heatText\" dy=\"12px\" style=\"font-size: 12px; \" text-anchor=\"end\">1.1</text><text x=\"40\" y=\"17\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\"></text><text x=\"40\" y=\"29\" dy=\"10px\" id=\"heatTextAdd\" style=\"font-size: 10px; \" text-anchor=\"end\">0.149</text><polyline points=\"0,0 45,0 45,46 0,46 0,0\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(110,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">N</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(157,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Initial</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(204,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Average</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(251,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Incentive</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(298,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Management</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(345,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Median</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(392,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Mean [%]</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(439,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Std. dev.</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(486,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Skewness</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(533,0)\"><text x=\"22.5\" y=\"30\" style=\"font-size: 9px; \" text-anchor=\"middle\">Kurtosis</text><polyline points=\"1.5,35 43.5,35\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(157,0)\"><text x=\"46\" y=\"10\" style=\"font-size: 9px; \" text-anchor=\"middle\">AUM [M, USD]</text><polyline points=\"1.5,15 90.5,15\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(251,0)\"><text x=\"46\" y=\"10\" style=\"font-size: 9px; \" text-anchor=\"middle\">Fees [%]</text><polyline points=\"1.5,15 90.5,15\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(345,0)\"><text x=\"116.5\" y=\"10\" style=\"font-size: 9px; \" text-anchor=\"middle\">Returns</text><polyline points=\"1.5,15 231.5,15\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,40)\"><text x=\"100\" y=\"27.5\" style=\"font-size: 9px; \" text-anchor=\"end\">Long/Short Eq. Hedge</text><polyline points=\"105,1.5 105,44.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,88)\"><text x=\"100\" y=\"27.5\" style=\"font-size: 9px; \" text-anchor=\"end\">FoF</text><polyline points=\"105,1.5 105,44.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,136)\"><text x=\"100\" y=\"27.5\" style=\"font-size: 9px; \" text-anchor=\"end\">Not L/S nor FoF</text><polyline points=\"105,1.5 105,44.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,184)\"><text x=\"100\" y=\"27.5\" style=\"font-size: 9px; \" text-anchor=\"end\">All</text><polyline points=\"105,1.5 105,44.5\"></polyline></g><g class=\"heatmapCell\" transform=\"translate(0,232)\"><text x=\"100\" y=\"27.5\" style=\"font-size: 9px; \" text-anchor=\"end\">Not FoFs</text><polyline points=\"105,1.5 105,44.5\"></polyline></g></svg></g></svg></div>\r\n", | |
| "\r\n" | |
| ], | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "prompt_number": 11 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "##Figures\n", | |
| "Of course you can draw nice figures as well!" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "import numpy as np\n", | |
| "d3 = d3object(width=800,\n", | |
| " height=200,\n", | |
| " style='JFFigure',\n", | |
| " number=1,\n", | |
| " d3=None,\n", | |
| " precision=100,\n", | |
| " title='Example figure with d3js',\n", | |
| " desc='Standrad normal distribution')\n", | |
| "\n", | |
| "d3.addVar(\n", | |
| "interpolation1='basis',\n", | |
| "interpolation2='step-before',\n", | |
| "resolution=80,\n", | |
| "domainRange=[-4,4],\n", | |
| "imposeMax=0\n", | |
| ")\n", | |
| "\n", | |
| "d3.addJs('''\n", | |
| " var svg = d3.select(\"#\"+d3ObjId)\n", | |
| " .append(\"svg\")\n", | |
| " .attr(\"width\", width)\n", | |
| " .attr(\"height\", height)\n", | |
| " .append(\"g\").attr(\"id\", \"#\"+d3ObjId+'InnerG')\n", | |
| "\n", | |
| " // A formatter for counts.\n", | |
| " var formatCount = d3.format(\",.0f\");\n", | |
| " \n", | |
| " var margin = {top: 10, right: 30, bottom: 30, left: 30},\n", | |
| " width = width - margin.left - margin.right,\n", | |
| " height = height - margin.top - margin.bottom;\n", | |
| " \n", | |
| " var x = d3.scale.linear()\n", | |
| " //.domain(domainRange)\n", | |
| " .range([0, width]);\n", | |
| " \n", | |
| " // Generate a histogram using twenty uniformly-spaced bins.\n", | |
| " var xAxis = d3.svg.axis()\n", | |
| " .ticks(4)\n", | |
| " .scale(x)\n", | |
| " .orient(\"bottom\");\n", | |
| "\n", | |
| " function appendHistogram(series, domainSeries, height, width, x_offset, y_offset, interpolation){\n", | |
| " var svg2 = svg.append(\"g\")\n", | |
| " y_offset=Math.round(y_offset)\n", | |
| " height=Math.round(height)\n", | |
| " height+=y_offset\n", | |
| " width+=x_offset\n", | |
| "\n", | |
| " x.range([x_offset, width])\n", | |
| " .domain(domainSeries)\n", | |
| "\n", | |
| " var data = d3.layout.histogram()\n", | |
| " .bins(x.ticks(resolution))\n", | |
| " .frequency(0)\n", | |
| " (series);\n", | |
| " \n", | |
| " var seriesMax=d3.max([imposeMax, d3.max(data, function(d) { return d.y; })]);\n", | |
| " var y = d3.scale.linear()\n", | |
| " //.domain([0, d3.max(data, function(d) { return d.y; })])\n", | |
| " .domain([0, seriesMax])\n", | |
| " .range([height, y_offset]);\n", | |
| " \n", | |
| "\n", | |
| " var area = d3.svg.area()\n", | |
| " .interpolate(interpolation)\n", | |
| " .x(function(d) { \n", | |
| " if(interpolation==\"step-before\")\n", | |
| " return x(d.x+d.dx/2)\n", | |
| " return x(d.x); \n", | |
| " })\n", | |
| " .y0(height)\n", | |
| " .y1(function(d) { return d3.max([y(d.y),y(seriesMax)]); });\n", | |
| " \n", | |
| " svg2.append(\"path\")\n", | |
| " .datum(data)\n", | |
| " .attr(\"class\", \"area\")\n", | |
| " .attr(\"d\", area);\n", | |
| " \n", | |
| " svg2.append(\"g\")\n", | |
| " .attr(\"class\", \"axis\")\n", | |
| " .attr(\"transform\", \"translate(0,\" + height + \")\")\n", | |
| " .call(xAxis);\n", | |
| " \n", | |
| " \n", | |
| " }\n", | |
| "\n", | |
| "appendHistogram(data, domainRange, height, width/2-15, 10, 0, interpolation1)\n", | |
| "appendHistogram(data, domainRange, height, width/2-15, width/2+20, 0, interpolation2)\n", | |
| "''')\n", | |
| "\n", | |
| "d3.addCss('''\n", | |
| " .polyline{\n", | |
| " stroke: #000;\n", | |
| " shape-rendering: crispEdges;\n", | |
| " }\n", | |
| " .area{\n", | |
| " shape-rendering: geometricPrecision;\n", | |
| " stroke: #000 !important;\n", | |
| " stroke-width:1 !important;\n", | |
| " fill: #ddd !important;\n", | |
| " }\n", | |
| " \n", | |
| " .axis path, .axis line {\n", | |
| " fill: none;\n", | |
| " stroke: #000;\n", | |
| " stroke-width: 1px;\n", | |
| " color-rendering: optimizeQuality !important;\n", | |
| " shape-rendering: crispEdges !important;\n", | |
| " text-rendering: geometricPrecision !important; \n", | |
| " \n", | |
| " }\n", | |
| "''')" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [], | |
| "prompt_number": 12 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "E.g. dsitribution of standard normal. D3js allows for quick swtiching between histograms and approx. shape of the distribution.\n", | |
| "\n", | |
| "With too few observations:" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "d3.addVar(data=np.random.randn(1000))\n", | |
| "html=d3.render(mode=('show','html'))" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "html": [ | |
| "<style>\n", | |
| "\n", | |
| "\n", | |
| " .d3Output{\n", | |
| " min-height: 1.2em;\n", | |
| " line-height: 1.2em;\n", | |
| " position: relative;\n", | |
| " font-size: 1em;\n", | |
| " padding: 5px 0;\n", | |
| " \n", | |
| " list-style: none;\n", | |
| " background: #fff;\n", | |
| " color: #000;\n", | |
| " }\n", | |
| " svg{\n", | |
| " color-rendering: optimizeQuality !important;\n", | |
| " shape-rendering: geometricPrecision !important;\n", | |
| " text-rendering: geometricPrecision !important;\n", | |
| " }\n", | |
| " .d3Output.header{\n", | |
| " text-align: center;\n", | |
| " font-weight: bold;\n", | |
| " border-bottom: none;\n", | |
| " font-size: 0.9em;\n", | |
| " \n", | |
| " }\n", | |
| " .d3Output.title{\n", | |
| " text-align: center;\n", | |
| " font-weight: bold;\n", | |
| " border-bottom: none;\n", | |
| " font-size: 1.2em;\n", | |
| " \n", | |
| " }\n", | |
| " .d3Output.description{\n", | |
| " font-size: 0.8em;\n", | |
| " text-align:justify;\n", | |
| " text-justify:inter-word;\n", | |
| " border-bottom: 1px solid #000;\n", | |
| " }\n", | |
| " .d3Output.description.panel{\n", | |
| " text-align: center;\n", | |
| " }\n", | |
| " svg, canvas {\n", | |
| " border-bottom: 1px solid #000;\n", | |
| " display: block;\n", | |
| " margin: 5px 0;\n", | |
| " }\n", | |
| " .d3Output.description.figure{\n", | |
| " border-bottom: none;\n", | |
| " }\n", | |
| " \n", | |
| "\n", | |
| " .polyline{\n", | |
| " stroke: #000;\n", | |
| " shape-rendering: crispEdges;\n", | |
| " }\n", | |
| " .area{\n", | |
| " shape-rendering: geometricPrecision;\n", | |
| " stroke: #000 !important;\n", | |
| " stroke-width:1 !important;\n", | |
| " fill: #ddd !important;\n", | |
| " }\n", | |
| " \n", | |
| " .axis path, .axis line {\n", | |
| " fill: none;\n", | |
| " stroke: #000;\n", | |
| " stroke-width: 1px;\n", | |
| " color-rendering: optimizeQuality !important;\n", | |
| " shape-rendering: crispEdges !important;\n", | |
| " text-rendering: geometricPrecision !important; \n", | |
| " \n", | |
| " }\n", | |
| "\n", | |
| "</style>\r\n", | |
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| "<div class=\"d3Output description figure\" style=\"width: 800px\">\r\n", | |
| " <b>Figure 1. Example figure with d3js.</b> Standrad normal distribution</div>\r\n", | |
| " \r\n", | |
| "\r\n" | |
| ], | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "prompt_number": 13 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "And with just enough:" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "d3.addVar(data=np.random.randn(300000))\n", | |
| "html=d3.render(mode=('show','html'))" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "html": [ | |
| "<style>\n", | |
| "\n", | |
| "\n", | |
| " .d3Output{\n", | |
| " min-height: 1.2em;\n", | |
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| " position: relative;\n", | |
| " font-size: 1em;\n", | |
| " padding: 5px 0;\n", | |
| " \n", | |
| " list-style: none;\n", | |
| " background: #fff;\n", | |
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| " svg{\n", | |
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| " shape-rendering: geometricPrecision !important;\n", | |
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| " .d3Output.header{\n", | |
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| " \n", | |
| " }\n", | |
| " .d3Output.title{\n", | |
| " text-align: center;\n", | |
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| " .d3Output.description.panel{\n", | |
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| " }\n", | |
| " svg, canvas {\n", | |
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| " margin: 5px 0;\n", | |
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| " .d3Output.description.figure{\n", | |
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| " }\n", | |
| " .area{\n", | |
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| " .axis path, .axis line {\n", | |
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| "<div class=\"d3Output description figure\" style=\"width: 800px\">\r\n", | |
| " <b>Figure 1. Example figure with d3js.</b> Standrad normal distribution</div>\r\n", | |
| " \r\n", | |
| "\r\n" | |
| ], | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "prompt_number": 14 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "I would like to turn it into a more elaborate tool, sometime in the future..." | |
| ] | |
| } | |
| ], | |
| "metadata": {} | |
| } | |
| ] | |
| } |
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